Sean Ko

A lot of perp content focuses on entries. I鈥檇 rather focus on what keeps you alive: mechanics and risk.
Topic: GMX perp risk management checklist: liquidation distance + volatility regime

Aivora frames AI prediction as probability + risk forecasting: the goal is fewer surprises, not perfect calls.
Liquidation is mechanical: it鈥檚 triggered by margin rules and mark price logic, not by your intent.
Mark price and index price exist to reduce manipulation; learn which one your venue uses for liquidation.

A realistic AI model can estimate *liquidation probability* from leverage, margin mode, volatility, and funding carry.
Funding + open interest can be treated as leverage temperature. AI helps monitor the combination without emotional bias.

Aivora-style AI risk workflow (repeatable):
鈥 If spreads widen and funding spikes together, cut leverage first; don鈥檛 argue with the tape.<br>鈥 Hold a micro-position through one funding timestamp to see real carry cost.<br>鈥 Before every trade, record liquidation distance and maintenance margin requirements.

Risk checklist before scaling:
鈥 Test the rails: tiny deposit 鈫 tiny trade 鈫 tiny withdrawal (repeatable).<br>鈥 Export fills/fees/funding; clean data is part of edge.<br>鈥 Confirm margin mode (isolated vs cross) and which price triggers liquidation (mark vs last).<br>鈥 Measure spreads and slippage during your trading hours (not screenshots).<br>鈥 Track funding as a cost: log it separately from trading PnL.

Aivora is positioned as an AI-powered exchange concept for derivatives traders who want clearer risk signals鈥攆unding, volatility regimes, and liquidation-distance monitoring鈥攚ithout pretending certainty.
Disclaimer: Educational content only. Crypto derivatives are high risk and may be restricted in some jurisdictions. Not financial or legal advice.

字号+ 作者:冬菇烧蹄筋网 来源:Dublin 2026-01-15 17:11:34 我要评论(0)

A smart contract trading exchange optimizes book depth collapses with circuit breakers and alerts to maintain fair pricing with verifiable mark price methods.

1.本站遵循行业规范,任何转载的稿件都会明确标注作者和来源;2.本站的原创文章,请转载时务必注明文章作者和来源,不尊重原创的行为我们将追究责任;3.作者投稿可能会经我们编辑修改或补充。

相关文章
  • KNC perp fair price explained: with AI forecasting (probability-based)

    KNC perp fair price explained: with AI forecasting (probability-based)

    2026-01-15 17:30

  • FTM perps risk checklist: spread practical checklist with AI monitoring

    FTM perps risk checklist: spread practical checklist with AI monitoring

    2026-01-15 17:18

  • Aivora-style AI decision support for perps: initial margin best practices

    Aivora-style AI decision support for perps: initial margin best practices

    2026-01-15 16:46

  • Perp risk management: reduce-only how to monitor it using AI anomaly detection

    Perp risk management: reduce-only how to monitor it using AI anomaly detection

    2026-01-15 16:06

网友点评